Generally, no, the police cannot conduct a search without a warrant. There are limited circumstances where the police can conduct a search without a warrant if they feel that there is reasonable suspicion that there's criminal activity, and that the evidence that they're trying to find could be moved. However, absent a warrant the police cannot conduct a search in the state of Florida.